Python

ParamSpec Basics in Python

PythonAdvanced TypingParamSpecadvanced

What this snippet does

ParamSpec allows forwarding arbitrary parameter signatures, crucial for typing decorators correctly.

Expected output

Typing decorators precisely

Why practise typing this

Typing advanced typing code builds muscle memory for the symbols and indentation Python uses most, which prose-based typing tests never cover. DevType measures your words per minute and accuracy on this snippet and tracks the individual characters you mistype, so later lessons can target them.

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